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PLS-DA further maximized the group separation).
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The only way to maximize the group's score was for each person to sacrifice an item they really wanted for something the team needed.
(1) Based on the definitions of closeness and consensus indices, a non-linear programming model is constructed to dynamically adjust the experts' weights by maximizing the group consensus.
To derive decision makers' weights, an optimization model is constructed by maximizing the group consensus and transformed into a linear program to resolve.
Shapley and Grofman (1984) and Nitzan and Paroush (1982) proved that the optimal voting scheme from the perspective of maximizing the group's (chance of) getting the truth is a weighted scheme.
This approach will maximize the group distance to control the temporal effect (i.e., genes in the same temporal group are functionally close, as shown above) in the empirical network, thus making the analysis more convincing.
The problem of grouping parts into families and machines into cells (manufacturing cell formation problem) is considered with the objective of maximizing the grouping efficacy.
We also used SAMOVA 1.0 [46] to define the group structure that maximized the among groups variance component for both loci via a simulated annealing procedure, which was subsequently tested for significance a posteriori in ARLEQUIN 3.11.
We calculated these metrics for between three and eight groups, and both metrics indicated that separating the samples into five groups minimized the within-group sample distance and maximized the between-group distance.
This involved successive binary partitioning of the data set by identifying at each partition the explanatory variable which maximized the between-groups sum-of-squares using analysis of variance.
AMOVA showed that most of the variance came from differences among groups, and the seven groups were best recognized because the grouping maximized the values of among-group variance (90.92%), while 8.77% of the variance from differences among individuals (Additional file 2).
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CEO of Professional Science Editing for Scientists @ prosciediting.com